Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 176 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 40.0 KiB |
| Average record size in memory | 232.7 B |
Variable types
| NUM | 25 |
|---|---|
| CAT | 4 |
Diff._pcs_team has constant value "176" | Constant |
Pnts_pcs_team is highly correlated with Rnk_pcs_team | High correlation |
Rnk_pcs_team is highly correlated with Pnts_pcs_team | High correlation |
Pnts_uci_team is highly correlated with Rnk_uci_team | High correlation |
Rnk_uci_team is highly correlated with Pnts_uci_team | High correlation |
Team_class is highly correlated with Team | High correlation |
Team is highly correlated with Team_class | High correlation |
Team is uniformly distributed | Uniform |
UCI ID has unique values | Unique |
Rider has unique values | Unique |
Diff._pcs_ind has 4 (2.3%) zeros | Zeros |
Pnts_pcs_ind has 4 (2.3%) zeros | Zeros |
Diff._pcs_climb has 37 (21.0%) zeros | Zeros |
Pnts_pcs_climb has 37 (21.0%) zeros | Zeros |
Diff._pcs_sprint has 97 (55.1%) zeros | Zeros |
Pnts_pcs_sprint has 97 (55.1%) zeros | Zeros |
Diff._pcs_gc has 21 (11.9%) zeros | Zeros |
Pnts_pcs_gc has 18 (10.2%) zeros | Zeros |
Diff._pcs_tt has 109 (61.9%) zeros | Zeros |
Pnts_pcs_tt has 109 (61.9%) zeros | Zeros |
Pnts_uci_ind has 4 (2.3%) zeros | Zeros |
Pnts_uci_gc has 10 (5.7%) zeros | Zeros |
Reproduction
| Analysis started | 2020-09-25 19:04:34.727057 |
|---|---|
| Analysis finished | 2020-09-25 19:05:48.358624 |
| Duration | 1 minute and 13.63 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 176 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9781530131 |
|---|---|
| Minimum | 0 |
| Maximum | 1.008625228e+10 |
| Zeros | 1 |
| Zeros (%) | 0.6% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.000271679e+10 |
| Q1 | 1.000474111e+10 |
| median | 1.000691729e+10 |
| Q3 | 1.000868588e+10 |
| 95-th percentile | 1.001654652e+10 |
| Maximum | 1.008625228e+10 |
| Range | 1.008625228e+10 |
| Interquartile range (IQR) | 3944767 |
Descriptive statistics
| Standard deviation | 1495963945 |
|---|---|
| Coefficient of variation (CV) | 0.1529376207 |
| Kurtosis | 40.18539526 |
| Mean | 9781530131 |
| Median Absolute Deviation (MAD) | 1782529.5 |
| Skewness | -6.459601126 |
| Sum | 1.721549303e+12 |
| Variance | 2.237908125e+18 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.000307882e+10 | 1 | 0.6% | |
| 1.000759205e+10 | 1 | 0.6% | |
| 1.00092264e+10 | 1 | 0.6% | |
| 1.000751203e+10 | 1 | 0.6% | |
| 1.000688446e+10 | 1 | 0.6% | |
| 1.000916567e+10 | 1 | 0.6% | |
| 1.000221431e+10 | 1 | 0.6% | |
| 1.000481674e+10 | 1 | 0.6% | |
| 1.001009031e+10 | 1 | 0.6% | |
| 1.00055015e+10 | 1 | 0.6% | |
| Other values (166) | 166 | 94.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.6% | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 1.000145751e+10 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.008625228e+10 | 1 | 0.6% | |
| 1.007361924e+10 | 1 | 0.6% | |
| 1.005185851e+10 | 1 | 0.6% | |
| 1.005078575e+10 | 1 | 0.6% | |
| 1.004845643e+10 | 1 | 0.6% |
| Distinct | 176 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| gautier cyril | 1 |
|---|---|
| schachmann maximilian | 1 |
| benoot tiesj | 1 |
| valgren michael | 1 |
| cras steff | 1 |
| Other values (171) |
| Value | Count | Frequency (%) | |
| gautier cyril | 1 | 0.6% | |
| schachmann maximilian | 1 | 0.6% | |
| benoot tiesj | 1 | 0.6% | |
| valgren michael | 1 | 0.6% | |
| cras steff | 1 | 0.6% | |
| formolo davide | 1 | 0.6% | |
| van asbroeck tom | 1 | 0.6% | |
| bennett george | 1 | 0.6% | |
| poels wout | 1 | 0.6% | |
| latour pierre | 1 | 0.6% | |
| Other values (166) | 166 | 94.3% |
Unique
| Unique | 176 ? |
|---|---|
| Unique (%) | 100.0% |
Length
| Max length | 23 |
|---|---|
| Median length | 13 |
| Mean length | 13.79545455 |
| Min length | 7 |
Age
Real number (ℝ≥0)
| Distinct | 19 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.27272727 |
|---|---|
| Minimum | 21 |
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 26 |
| median | 29 |
| Q3 | 32 |
| 95-th percentile | 36 |
| Maximum | 40 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.014907287 |
|---|---|
| Coefficient of variation (CV) | 0.1371552179 |
| Kurtosis | -0.6230777522 |
| Mean | 29.27272727 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2024127679 |
| Sum | 5152 |
| Variance | 16.11948052 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 26 | 24 | 13.6% | |
| 30 | 17 | 9.7% | |
| 31 | 15 | 8.5% | |
| 28 | 13 | 7.4% | |
| 33 | 12 | 6.8% | |
| 32 | 12 | 6.8% | |
| 27 | 12 | 6.8% | |
| 25 | 11 | 6.2% | |
| 29 | 11 | 6.2% | |
| 35 | 9 | 5.1% | |
| Other values (9) | 40 | 22.7% |
| Value | Count | Frequency (%) | |
| 21 | 3 | 1.7% | |
| 22 | 1 | 0.6% | |
| 23 | 7 | 4.0% | |
| 24 | 9 | 5.1% | |
| 25 | 11 | 6.2% |
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.6% | |
| 38 | 3 | 1.7% | |
| 37 | 2 | 1.1% | |
| 36 | 5 | 2.8% | |
| 35 | 9 | 5.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Team Sunweb | 8 |
|---|---|
| B&B Hotels - Vital Concept p/b KTM | 8 |
| UAE-Team Emirates | 8 |
| Team Arkéa Samsic | 8 |
| INEOS Grenadiers | 8 |
| Other values (17) |
| Value | Count | Frequency (%) | |
| Team Sunweb | 8 | 4.5% | |
| B&B Hotels - Vital Concept p/b KTM | 8 | 4.5% | |
| UAE-Team Emirates | 8 | 4.5% | |
| Team Arkéa Samsic | 8 | 4.5% | |
| INEOS Grenadiers | 8 | 4.5% | |
| Team Total Direct Energie | 8 | 4.5% | |
| Trek - Segafredo | 8 | 4.5% | |
| Bahrain - McLaren | 8 | 4.5% | |
| Groupama - FDJ | 8 | 4.5% | |
| NTT Pro Cycling | 8 | 4.5% | |
| Other values (12) | 96 | 54.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 34 |
|---|---|
| Median length | 16 |
| Mean length | 17.22727273 |
| Min length | 8 |
Rnk_pcs_ind
Real number (ℝ≥0)
| Distinct | 173 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 331.375 |
|---|---|
| Minimum | 1 |
| Maximum | 1459 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14.75 |
| Q1 | 81.75 |
| median | 183 |
| Q3 | 449.25 |
| 95-th percentile | 1186 |
| Maximum | 1459 |
| Range | 1458 |
| Interquartile range (IQR) | 367.5 |
Descriptive statistics
| Standard deviation | 367.0766463 |
|---|---|
| Coefficient of variation (CV) | 1.107737899 |
| Kurtosis | 1.802409619 |
| Mean | 331.375 |
| Median Absolute Deviation (MAD) | 139.5 |
| Skewness | 1.583909051 |
| Sum | 58322 |
| Variance | 134745.2643 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1459 | 4 | 2.3% | |
| 7 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 74 | 1 | 0.6% | |
| 216 | 1 | 0.6% | |
| 116 | 1 | 0.6% | |
| 46 | 1 | 0.6% | |
| 110 | 1 | 0.6% | |
| 1068 | 1 | 0.6% | |
| 236 | 1 | 0.6% | |
| Other values (163) | 163 | 92.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 7 | 1 | 0.6% | |
| 9 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1459 | 4 | 2.3% | |
| 1458 | 1 | 0.6% | |
| 1400 | 1 | 0.6% | |
| 1344 | 1 | 0.6% | |
| 1256 | 1 | 0.6% |
| Distinct | 171 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.6014381662 |
|---|---|
| Minimum | -16.5 |
| Maximum | 0.9 |
| Zeros | 4 |
| Zeros (%) | 2.3% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -16.5 |
|---|---|
| 5-th percentile | -2.692075247 |
| Q1 | -0.7413888136 |
| median | -0.1021051331 |
| Q3 | 0.2389507096 |
| 95-th percentile | 0.5707013575 |
| Maximum | 0.9 |
| Range | 17.4 |
| Interquartile range (IQR) | 0.9803395232 |
Descriptive statistics
| Standard deviation | 1.840914891 |
|---|---|
| Coefficient of variation (CV) | -3.060854788 |
| Kurtosis | 39.20626969 |
| Mean | -0.6014381662 |
| Median Absolute Deviation (MAD) | 0.4425422915 |
| Skewness | -5.446828783 |
| Sum | -105.8531172 |
| Variance | 3.388967635 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4 | 2.3% | |
| 0.4166666667 | 2 | 1.1% | |
| -0.5 | 2 | 1.1% | |
| -4.179487179 | 1 | 0.6% | |
| 0.3959731544 | 1 | 0.6% | |
| -0.4152542373 | 1 | 0.6% | |
| 0.3942307692 | 1 | 0.6% | |
| 0.2641509434 | 1 | 0.6% | |
| -0.3823529412 | 1 | 0.6% | |
| 0.5172413793 | 1 | 0.6% | |
| Other values (161) | 161 | 91.5% |
| Value | Count | Frequency (%) | |
| -16.5 | 1 | 0.6% | |
| -11.66666667 | 1 | 0.6% | |
| -7.64 | 1 | 0.6% | |
| -4.51 | 1 | 0.6% | |
| -4.179487179 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0.9 | 1 | 0.6% | |
| 0.803030303 | 1 | 0.6% | |
| 0.78125 | 1 | 0.6% | |
| 0.7346938776 | 1 | 0.6% | |
| 0.7037037037 | 1 | 0.6% |
| Distinct | 150 |
|---|---|
| Distinct (%) | 85.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 255.8068182 |
|---|---|
| Minimum | 0 |
| Maximum | 1302 |
| Zeros | 4 |
| Zeros (%) | 2.3% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.75 |
| Q1 | 67.75 |
| median | 178.5 |
| Q3 | 332.25 |
| 95-th percentile | 749.5 |
| Maximum | 1302 |
| Range | 1302 |
| Interquartile range (IQR) | 264.5 |
Descriptive statistics
| Standard deviation | 254.1620791 |
|---|---|
| Coefficient of variation (CV) | 0.9935703862 |
| Kurtosis | 2.799241705 |
| Mean | 255.8068182 |
| Median Absolute Deviation (MAD) | 132.5 |
| Skewness | 1.596989566 |
| Sum | 45022 |
| Variance | 64598.36247 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4 | 2.3% | |
| 33 | 3 | 1.7% | |
| 102 | 3 | 1.7% | |
| 250 | 3 | 1.7% | |
| 243 | 2 | 1.1% | |
| 18 | 2 | 1.1% | |
| 276 | 2 | 1.1% | |
| 28 | 2 | 1.1% | |
| 15 | 2 | 1.1% | |
| 42 | 2 | 1.1% | |
| Other values (140) | 151 | 85.8% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 2.3% | |
| 5 | 2 | 1.1% | |
| 6 | 1 | 0.6% | |
| 8 | 1 | 0.6% | |
| 9 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1302 | 1 | 0.6% | |
| 1281 | 1 | 0.6% | |
| 1046 | 1 | 0.6% | |
| 993 | 1 | 0.6% | |
| 917 | 1 | 0.6% |
Rnk_pcs_climb
Real number (ℝ≥0)
| Distinct | 140 |
|---|---|
| Distinct (%) | 79.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 275.3693182 |
|---|---|
| Minimum | 1 |
| Maximum | 724 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10.5 |
| Q1 | 55.75 |
| median | 152.5 |
| Q3 | 487.75 |
| 95-th percentile | 724 |
| Maximum | 724 |
| Range | 723 |
| Interquartile range (IQR) | 432 |
Descriptive statistics
| Standard deviation | 270.1213589 |
|---|---|
| Coefficient of variation (CV) | 0.980942106 |
| Kurtosis | -0.9933212709 |
| Mean | 275.3693182 |
| Median Absolute Deviation (MAD) | 118.5 |
| Skewness | 0.8032896479 |
| Sum | 48465 |
| Variance | 72965.54854 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 724 | 37 | 21.0% | |
| 18 | 1 | 0.6% | |
| 36 | 1 | 0.6% | |
| 40 | 1 | 0.6% | |
| 142 | 1 | 0.6% | |
| 41 | 1 | 0.6% | |
| 72 | 1 | 0.6% | |
| 141 | 1 | 0.6% | |
| 428 | 1 | 0.6% | |
| 164 | 1 | 0.6% | |
| Other values (130) | 130 | 73.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 4 | 1 | 0.6% | |
| 5 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 724 | 37 | 21.0% | |
| 723 | 1 | 0.6% | |
| 687 | 1 | 0.6% | |
| 684 | 1 | 0.6% | |
| 609 | 1 | 0.6% |
| Distinct | 138 |
|---|---|
| Distinct (%) | 78.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1745284342 |
|---|---|
| Minimum | -3.537037037 |
| Maximum | 0.9285714286 |
| Zeros | 37 |
| Zeros (%) | 21.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -3.537037037 |
|---|---|
| 5-th percentile | -2.38214657 |
| Q1 | -0.3892857143 |
| median | 0 |
| Q3 | 0.4404922001 |
| 95-th percentile | 0.8256284194 |
| Maximum | 0.9285714286 |
| Range | 4.465608466 |
| Interquartile range (IQR) | 0.8297779144 |
Descriptive statistics
| Standard deviation | 0.9342487014 |
|---|---|
| Coefficient of variation (CV) | -5.3529885 |
| Kurtosis | 3.174824703 |
| Mean | -0.1745284342 |
| Median Absolute Deviation (MAD) | 0.4168479575 |
| Skewness | -1.732840835 |
| Sum | -30.71700443 |
| Variance | 0.8728206362 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 37 | 21.0% | |
| -2.888888889 | 2 | 1.1% | |
| -3.5 | 2 | 1.1% | |
| 0.2442748092 | 1 | 0.6% | |
| -3.537037037 | 1 | 0.6% | |
| -3.482758621 | 1 | 0.6% | |
| 0.9285714286 | 1 | 0.6% | |
| -0.09438202247 | 1 | 0.6% | |
| 0.393442623 | 1 | 0.6% | |
| 0.5702247191 | 1 | 0.6% | |
| Other values (128) | 128 | 72.7% |
| Value | Count | Frequency (%) | |
| -3.537037037 | 1 | 0.6% | |
| -3.5 | 2 | 1.1% | |
| -3.482758621 | 1 | 0.6% | |
| -2.888888889 | 2 | 1.1% | |
| -2.636363636 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0.9285714286 | 1 | 0.6% | |
| 0.8913857678 | 1 | 0.6% | |
| 0.8759124088 | 1 | 0.6% | |
| 0.8522427441 | 1 | 0.6% | |
| 0.85 | 1 | 0.6% |
| Distinct | 113 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.3068182 |
|---|---|
| Minimum | 0 |
| Maximum | 956 |
| Zeros | 37 |
| Zeros (%) | 21.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 43.5 |
| Q3 | 172 |
| 95-th percentile | 459.5 |
| Maximum | 956 |
| Range | 956 |
| Interquartile range (IQR) | 165 |
Descriptive statistics
| Standard deviation | 163.8423534 |
|---|---|
| Coefficient of variation (CV) | 1.384893583 |
| Kurtosis | 5.126573947 |
| Mean | 118.3068182 |
| Median Absolute Deviation (MAD) | 43.5 |
| Skewness | 2.04636905 |
| Sum | 20822 |
| Variance | 26844.31675 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 37 | 21.0% | |
| 12 | 4 | 2.3% | |
| 24 | 4 | 2.3% | |
| 27 | 3 | 1.7% | |
| 20 | 3 | 1.7% | |
| 7 | 3 | 1.7% | |
| 28 | 3 | 1.7% | |
| 2 | 3 | 1.7% | |
| 58 | 2 | 1.1% | |
| 15 | 2 | 1.1% | |
| Other values (103) | 112 | 63.6% |
| Value | Count | Frequency (%) | |
| 0 | 37 | 21.0% | |
| 2 | 3 | 1.7% | |
| 3 | 1 | 0.6% | |
| 4 | 1 | 0.6% | |
| 6 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 956 | 1 | 0.6% | |
| 819 | 1 | 0.6% | |
| 560 | 1 | 0.6% | |
| 535 | 1 | 0.6% | |
| 500 | 1 | 0.6% |
Rnk_pcs_sprint
Real number (ℝ≥0)
| Distinct | 80 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 666.8977273 |
|---|---|
| Minimum | 2 |
| Maximum | 940 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 24.25 |
| Q1 | 338.25 |
| median | 940 |
| Q3 | 940 |
| 95-th percentile | 940 |
| Maximum | 940 |
| Range | 938 |
| Interquartile range (IQR) | 601.75 |
Descriptive statistics
| Standard deviation | 353.6424519 |
|---|---|
| Coefficient of variation (CV) | 0.5302798876 |
| Kurtosis | -1.069796918 |
| Mean | 666.8977273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7802194349 |
| Sum | 117374 |
| Variance | 125062.9838 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 940 | 97 | 55.1% | |
| 845 | 1 | 0.6% | |
| 480 | 1 | 0.6% | |
| 187 | 1 | 0.6% | |
| 170 | 1 | 0.6% | |
| 13 | 1 | 0.6% | |
| 442 | 1 | 0.6% | |
| 264 | 1 | 0.6% | |
| 455 | 1 | 0.6% | |
| 128 | 1 | 0.6% | |
| Other values (70) | 70 | 39.8% |
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 8 | 1 | 0.6% | |
| 11 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 940 | 97 | 55.1% | |
| 939 | 1 | 0.6% | |
| 928 | 1 | 0.6% | |
| 912 | 1 | 0.6% | |
| 895 | 1 | 0.6% |
| Distinct | 80 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.3593758353 |
|---|---|
| Minimum | -14.05128205 |
| Maximum | 0.8686868687 |
| Zeros | 97 |
| Zeros (%) | 55.1% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -14.05128205 |
|---|---|
| 5-th percentile | -2.60580452 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5665297061 |
| Maximum | 0.8686868687 |
| Range | 14.91996892 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.532005052 |
|---|---|
| Coefficient of variation (CV) | -4.262960673 |
| Kurtosis | 41.54762072 |
| Mean | -0.3593758353 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.65501735 |
| Sum | -63.25014701 |
| Variance | 2.347039481 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 97 | 55.1% | |
| 0.1111111111 | 1 | 0.6% | |
| 0.01581027668 | 1 | 0.6% | |
| 0.2004662005 | 1 | 0.6% | |
| -0.1007751938 | 1 | 0.6% | |
| -3.688888889 | 1 | 0.6% | |
| -0.813304721 | 1 | 0.6% | |
| -0.1793611794 | 1 | 0.6% | |
| 0.7580645161 | 1 | 0.6% | |
| 0.4876615746 | 1 | 0.6% | |
| Other values (70) | 70 | 39.8% |
| Value | Count | Frequency (%) | |
| -14.05128205 | 1 | 0.6% | |
| -8.689189189 | 1 | 0.6% | |
| -5.48 | 1 | 0.6% | |
| -4.8 | 1 | 0.6% | |
| -3.688888889 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0.8686868687 | 1 | 0.6% | |
| 0.8337292162 | 1 | 0.6% | |
| 0.7966507177 | 1 | 0.6% | |
| 0.7826086957 | 1 | 0.6% | |
| 0.7580645161 | 1 | 0.6% |
| Distinct | 72 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.84943182 |
|---|---|
| Minimum | 0 |
| Maximum | 736.5 |
| Zeros | 97 |
| Zeros (%) | 55.1% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 43.75 |
| 95-th percentile | 291.375 |
| Maximum | 736.5 |
| Range | 736.5 |
| Interquartile range (IQR) | 43.75 |
Descriptive statistics
| Standard deviation | 110.9749331 |
|---|---|
| Coefficient of variation (CV) | 2.140330746 |
| Kurtosis | 12.02651837 |
| Mean | 51.84943182 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.219750383 |
| Sum | 9125.5 |
| Variance | 12315.43577 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 97 | 55.1% | |
| 23.5 | 3 | 1.7% | |
| 30.5 | 2 | 1.1% | |
| 18 | 2 | 1.1% | |
| 10 | 2 | 1.1% | |
| 32.5 | 2 | 1.1% | |
| 18.5 | 2 | 1.1% | |
| 69 | 2 | 1.1% | |
| 94.5 | 1 | 0.6% | |
| 196 | 1 | 0.6% | |
| Other values (62) | 62 | 35.2% |
| Value | Count | Frequency (%) | |
| 0 | 97 | 55.1% | |
| 10 | 2 | 1.1% | |
| 11 | 1 | 0.6% | |
| 11.5 | 1 | 0.6% | |
| 12.5 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 736.5 | 1 | 0.6% | |
| 535.5 | 1 | 0.6% | |
| 502 | 1 | 0.6% | |
| 428 | 1 | 0.6% | |
| 356.5 | 1 | 0.6% |
Rnk_pcs_gc
Real number (ℝ≥0)
| Distinct | 159 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 322.3409091 |
|---|---|
| Minimum | 1 |
| Maximum | 975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11.5 |
| Q1 | 73.5 |
| median | 208.5 |
| Q3 | 521 |
| 95-th percentile | 975 |
| Maximum | 975 |
| Range | 974 |
| Interquartile range (IQR) | 447.5 |
Descriptive statistics
| Standard deviation | 309.5458198 |
|---|---|
| Coefficient of variation (CV) | 0.9603057231 |
| Kurtosis | -0.2432328601 |
| Mean | 322.3409091 |
| Median Absolute Deviation (MAD) | 171 |
| Skewness | 0.9747223861 |
| Sum | 56732 |
| Variance | 95818.61455 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 975 | 18 | 10.2% | |
| 546 | 1 | 0.6% | |
| 153 | 1 | 0.6% | |
| 21 | 1 | 0.6% | |
| 101 | 1 | 0.6% | |
| 127 | 1 | 0.6% | |
| 67 | 1 | 0.6% | |
| 397 | 1 | 0.6% | |
| 52 | 1 | 0.6% | |
| 273 | 1 | 0.6% | |
| Other values (149) | 149 | 84.7% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 4 | 1 | 0.6% | |
| 5 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 975 | 18 | 10.2% | |
| 974 | 1 | 0.6% | |
| 970 | 1 | 0.6% | |
| 863 | 1 | 0.6% | |
| 745 | 1 | 0.6% |
| Distinct | 155 |
|---|---|
| Distinct (%) | 88.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.3354542144 |
|---|---|
| Minimum | -7.909090909 |
| Maximum | 0.9610894942 |
| Zeros | 21 |
| Zeros (%) | 11.9% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -7.909090909 |
|---|---|
| 5-th percentile | -2.657678428 |
| Q1 | -0.4619155354 |
| median | 0 |
| Q3 | 0.4363614573 |
| 95-th percentile | 0.7820150659 |
| Maximum | 0.9610894942 |
| Range | 8.870180403 |
| Interquartile range (IQR) | 0.8982769928 |
Descriptive statistics
| Standard deviation | 1.431666967 |
|---|---|
| Coefficient of variation (CV) | -4.26784612 |
| Kurtosis | 12.74564365 |
| Mean | -0.3354542144 |
| Median Absolute Deviation (MAD) | 0.4606350026 |
| Skewness | -3.294568184 |
| Sum | -59.03994173 |
| Variance | 2.049670305 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 21 | 11.9% | |
| 0.3333333333 | 2 | 1.1% | |
| -3.464285714 | 1 | 0.6% | |
| -0.2181818182 | 1 | 0.6% | |
| -0.3534675615 | 1 | 0.6% | |
| 0.7368421053 | 1 | 0.6% | |
| 0.07020280811 | 1 | 0.6% | |
| 0.8 | 1 | 0.6% | |
| -0.44 | 1 | 0.6% | |
| -0.8292079208 | 1 | 0.6% | |
| Other values (145) | 145 | 82.4% |
| Value | Count | Frequency (%) | |
| -7.909090909 | 1 | 0.6% | |
| -7.473684211 | 1 | 0.6% | |
| -7.272727273 | 1 | 0.6% | |
| -6.5 | 1 | 0.6% | |
| -5.909090909 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0.9610894942 | 1 | 0.6% | |
| 0.9606741573 | 1 | 0.6% | |
| 0.9519572954 | 1 | 0.6% | |
| 0.8798521257 | 1 | 0.6% | |
| 0.8545454545 | 1 | 0.6% |
| Distinct | 133 |
|---|---|
| Distinct (%) | 75.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 204.1306818 |
|---|---|
| Minimum | 0 |
| Maximum | 1340 |
| Zeros | 18 |
| Zeros (%) | 10.2% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 43 |
| median | 116.5 |
| Q3 | 270.5 |
| 95-th percentile | 666 |
| Maximum | 1340 |
| Range | 1340 |
| Interquartile range (IQR) | 227.5 |
Descriptive statistics
| Standard deviation | 235.4894477 |
|---|---|
| Coefficient of variation (CV) | 1.153621031 |
| Kurtosis | 4.855568525 |
| Mean | 204.1306818 |
| Median Absolute Deviation (MAD) | 84.5 |
| Skewness | 2.026669861 |
| Sum | 35927 |
| Variance | 55455.27997 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 18 | 10.2% | |
| 36 | 4 | 2.3% | |
| 43 | 4 | 2.3% | |
| 25 | 4 | 2.3% | |
| 200 | 3 | 1.7% | |
| 33 | 3 | 1.7% | |
| 38 | 2 | 1.1% | |
| 263 | 2 | 1.1% | |
| 60 | 2 | 1.1% | |
| 66 | 2 | 1.1% | |
| Other values (123) | 132 | 75.0% |
| Value | Count | Frequency (%) | |
| 0 | 18 | 10.2% | |
| 13 | 2 | 1.1% | |
| 18 | 1 | 0.6% | |
| 25 | 4 | 2.3% | |
| 28 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1340 | 1 | 0.6% | |
| 1196 | 1 | 0.6% | |
| 960 | 1 | 0.6% | |
| 896 | 1 | 0.6% | |
| 848 | 1 | 0.6% |
Rnk_pcs_tt
Real number (ℝ≥0)
| Distinct | 68 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 694.1477273 |
|---|---|
| Minimum | 5 |
| Maximum | 979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 14.75 |
| Q1 | 244.5 |
| median | 979 |
| Q3 | 979 |
| 95-th percentile | 979 |
| Maximum | 979 |
| Range | 974 |
| Interquartile range (IQR) | 734.5 |
Descriptive statistics
| Standard deviation | 396.2078975 |
|---|---|
| Coefficient of variation (CV) | 0.5707832525 |
| Kurtosis | -1.238958862 |
| Mean | 694.1477273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7869919862 |
| Sum | 122170 |
| Variance | 156980.6981 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 979 | 109 | 61.9% | |
| 69 | 1 | 0.6% | |
| 245 | 1 | 0.6% | |
| 100 | 1 | 0.6% | |
| 15 | 1 | 0.6% | |
| 42 | 1 | 0.6% | |
| 41 | 1 | 0.6% | |
| 44 | 1 | 0.6% | |
| 49 | 1 | 0.6% | |
| 535 | 1 | 0.6% | |
| Other values (58) | 58 | 33.0% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 7 | 1 | 0.6% | |
| 8 | 1 | 0.6% | |
| 9 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 979 | 109 | 61.9% | |
| 978 | 1 | 0.6% | |
| 929 | 1 | 0.6% | |
| 928 | 1 | 0.6% | |
| 918 | 1 | 0.6% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.353318358 |
|---|---|
| Minimum | -20.11111111 |
| Maximum | 0.7512690355 |
| Zeros | 109 |
| Zeros (%) | 61.9% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -20.11111111 |
|---|---|
| 5-th percentile | -2.152173046 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.6473911134 |
| Maximum | 0.7512690355 |
| Range | 20.86238015 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.775018353 |
|---|---|
| Coefficient of variation (CV) | -5.023849775 |
| Kurtosis | 89.43214584 |
| Mean | -0.353318358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -8.516215532 |
| Sum | -62.18403101 |
| Variance | 3.150690155 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 109 | 61.9% | |
| 0.6634615385 | 1 | 0.6% | |
| 0.6715867159 | 1 | 0.6% | |
| 0.5757575758 | 1 | 0.6% | |
| -0.7931034483 | 1 | 0.6% | |
| 0.1591836735 | 1 | 0.6% | |
| -0.2657534247 | 1 | 0.6% | |
| 0.3273542601 | 1 | 0.6% | |
| -2.049382716 | 1 | 0.6% | |
| -1.666666667 | 1 | 0.6% | |
| Other values (58) | 58 | 33.0% |
| Value | Count | Frequency (%) | |
| -20.11111111 | 1 | 0.6% | |
| -6.776119403 | 1 | 0.6% | |
| -5.151515152 | 1 | 0.6% | |
| -5 | 1 | 0.6% | |
| -2.644230769 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0.7512690355 | 1 | 0.6% | |
| 0.7510040161 | 1 | 0.6% | |
| 0.7260579065 | 1 | 0.6% | |
| 0.7218543046 | 1 | 0.6% | |
| 0.7083333333 | 1 | 0.6% |
| Distinct | 42 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.56818182 |
|---|---|
| Minimum | 0 |
| Maximum | 256 |
| Zeros | 109 |
| Zeros (%) | 61.9% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 22 |
| 95-th percentile | 165.5 |
| Maximum | 256 |
| Range | 256 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 50.55074858 |
|---|---|
| Coefficient of variation (CV) | 2.144872649 |
| Kurtosis | 7.39177936 |
| Mean | 23.56818182 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.76586812 |
| Sum | 4148 |
| Variance | 2555.378182 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 109 | 61.9% | |
| 2 | 4 | 2.3% | |
| 22 | 4 | 2.3% | |
| 60 | 4 | 2.3% | |
| 25 | 3 | 1.7% | |
| 34 | 3 | 1.7% | |
| 20 | 3 | 1.7% | |
| 8 | 3 | 1.7% | |
| 10 | 2 | 1.1% | |
| 4 | 2 | 1.1% | |
| Other values (32) | 39 | 22.2% |
| Value | Count | Frequency (%) | |
| 0 | 109 | 61.9% | |
| 2 | 4 | 2.3% | |
| 4 | 2 | 1.1% | |
| 7 | 1 | 0.6% | |
| 8 | 3 | 1.7% |
| Value | Count | Frequency (%) | |
| 256 | 1 | 0.6% | |
| 237 | 1 | 0.6% | |
| 230 | 1 | 0.6% | |
| 196 | 1 | 0.6% | |
| 182 | 1 | 0.6% |
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.13636364 |
|---|---|
| Minimum | 1 |
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11.5 |
| Q3 | 17 |
| 95-th percentile | 25 |
| Maximum | 26 |
| Range | 25 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.352638894 |
|---|---|
| Coefficient of variation (CV) | 0.6058354145 |
| Kurtosis | -0.8920449667 |
| Mean | 12.13636364 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 0.3384174974 |
| Sum | 2136 |
| Variance | 54.0612987 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 14 | 8 | 4.5% | |
| 7 | 8 | 4.5% | |
| 11 | 8 | 4.5% | |
| 15 | 8 | 4.5% | |
| 1 | 8 | 4.5% | |
| 3 | 8 | 4.5% | |
| 17 | 8 | 4.5% | |
| 24 | 8 | 4.5% | |
| 26 | 8 | 4.5% | |
| 19 | 8 | 4.5% | |
| Other values (12) | 96 | 54.5% |
| Value | Count | Frequency (%) | |
| 1 | 8 | 4.5% | |
| 2 | 8 | 4.5% | |
| 3 | 8 | 4.5% | |
| 4 | 8 | 4.5% | |
| 5 | 8 | 4.5% |
| Value | Count | Frequency (%) | |
| 26 | 8 | 4.5% | |
| 25 | 8 | 4.5% | |
| 24 | 8 | 4.5% | |
| 20 | 8 | 4.5% | |
| 19 | 8 | 4.5% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| - |
|---|
| Value | Count | Frequency (%) | |
| - | 176 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| WT | |
|---|---|
| PCT |
| Value | Count | Frequency (%) | |
| WT | 136 | 77.3% | |
| PCT | 40 | 22.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.227272727 |
| Min length | 2 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5347.363636 |
|---|---|
| Minimum | 2201 |
| Maximum | 9229 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 2201 |
|---|---|
| 5-th percentile | 2229 |
| Q1 | 3629 |
| median | 4948.5 |
| Q3 | 6932 |
| 95-th percentile | 8226 |
| Maximum | 9229 |
| Range | 7028 |
| Interquartile range (IQR) | 3303 |
Descriptive statistics
| Standard deviation | 2017.410743 |
|---|---|
| Coefficient of variation (CV) | 0.3772720317 |
| Kurtosis | -1.031974596 |
| Mean | 5347.363636 |
| Median Absolute Deviation (MAD) | 1600.5 |
| Skewness | 0.1864815612 |
| Sum | 941136 |
| Variance | 4069946.107 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7757 | 8 | 4.5% | |
| 2229 | 8 | 4.5% | |
| 5785 | 8 | 4.5% | |
| 2865 | 8 | 4.5% | |
| 6013 | 8 | 4.5% | |
| 3659 | 8 | 4.5% | |
| 4827 | 8 | 4.5% | |
| 9229 | 8 | 4.5% | |
| 4948 | 8 | 4.5% | |
| 2201 | 8 | 4.5% | |
| Other values (12) | 96 | 54.5% |
| Value | Count | Frequency (%) | |
| 2201 | 8 | 4.5% | |
| 2229 | 8 | 4.5% | |
| 2865 | 8 | 4.5% | |
| 3199 | 8 | 4.5% | |
| 3497 | 8 | 4.5% |
| Value | Count | Frequency (%) | |
| 9229 | 8 | 4.5% | |
| 8226 | 8 | 4.5% | |
| 8117 | 8 | 4.5% | |
| 7757 | 8 | 4.5% | |
| 7597 | 8 | 4.5% |
Rnk_uci_ind
Real number (ℝ≥0)
| Distinct | 173 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 383.3693182 |
|---|---|
| Minimum | 1 |
| Maximum | 2377 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14.75 |
| Q1 | 70 |
| median | 163.5 |
| Q3 | 506.25 |
| 95-th percentile | 1413.25 |
| Maximum | 2377 |
| Range | 2376 |
| Interquartile range (IQR) | 436.25 |
Descriptive statistics
| Standard deviation | 515.2989867 |
|---|---|
| Coefficient of variation (CV) | 1.344132048 |
| Kurtosis | 5.332417327 |
| Mean | 383.3693182 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 2.280266665 |
| Sum | 67473 |
| Variance | 265533.0457 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2377 | 4 | 2.3% | |
| 1171 | 1 | 0.6% | |
| 950 | 1 | 0.6% | |
| 31 | 1 | 0.6% | |
| 502 | 1 | 0.6% | |
| 295 | 1 | 0.6% | |
| 99 | 1 | 0.6% | |
| 104 | 1 | 0.6% | |
| 340 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| Other values (163) | 163 | 92.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 8 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2377 | 4 | 2.3% | |
| 2376 | 1 | 0.6% | |
| 2015 | 1 | 0.6% | |
| 1703 | 1 | 0.6% | |
| 1680 | 1 | 0.6% |
| Distinct | 163 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 517.5625568 |
|---|---|
| Minimum | 0 |
| Maximum | 3343.57 |
| Zeros | 4 |
| Zeros (%) | 2.3% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16.6775 |
| Q1 | 95 |
| median | 315.56 |
| Q3 | 676.25 |
| 95-th percentile | 1748.75 |
| Maximum | 3343.57 |
| Range | 3343.57 |
| Interquartile range (IQR) | 581.25 |
Descriptive statistics
| Standard deviation | 591.3819356 |
|---|---|
| Coefficient of variation (CV) | 1.142628901 |
| Kurtosis | 4.229199935 |
| Mean | 517.5625568 |
| Median Absolute Deviation (MAD) | 239.6 |
| Skewness | 1.889629505 |
| Sum | 91091.01 |
| Variance | 349732.5938 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 95 | 4 | 2.3% | |
| 0 | 4 | 2.3% | |
| 26 | 3 | 1.7% | |
| 20 | 2 | 1.1% | |
| 1050 | 2 | 1.1% | |
| 349 | 2 | 1.1% | |
| 28 | 2 | 1.1% | |
| 238 | 2 | 1.1% | |
| 87.92 | 1 | 0.6% | |
| 367 | 1 | 0.6% | |
| Other values (153) | 153 | 86.9% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 2.3% | |
| 2 | 1 | 0.6% | |
| 3.83 | 1 | 0.6% | |
| 8.71 | 1 | 0.6% | |
| 10 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 3343.57 | 1 | 0.6% | |
| 3028.95 | 1 | 0.6% | |
| 2160 | 1 | 0.6% | |
| 2062.33 | 1 | 0.6% | |
| 1978 | 1 | 0.6% |
Rnk_uci_gc
Real number (ℝ≥0)
| Distinct | 167 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 373.9147727 |
|---|---|
| Minimum | 1 |
| Maximum | 1328 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 68.75 |
| median | 207 |
| Q3 | 598 |
| 95-th percentile | 1328 |
| Maximum | 1328 |
| Range | 1327 |
| Interquartile range (IQR) | 529.25 |
Descriptive statistics
| Standard deviation | 392.4743029 |
|---|---|
| Coefficient of variation (CV) | 1.049635723 |
| Kurtosis | 0.1888504035 |
| Mean | 373.9147727 |
| Median Absolute Deviation (MAD) | 163.5 |
| Skewness | 1.159940845 |
| Sum | 65809 |
| Variance | 154036.0784 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1328 | 10 | 5.7% | |
| 106 | 1 | 0.6% | |
| 286 | 1 | 0.6% | |
| 1108 | 1 | 0.6% | |
| 293 | 1 | 0.6% | |
| 36 | 1 | 0.6% | |
| 46 | 1 | 0.6% | |
| 30 | 1 | 0.6% | |
| 85 | 1 | 0.6% | |
| 27 | 1 | 0.6% | |
| Other values (157) | 157 | 89.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 4 | 1 | 0.6% | |
| 5 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1328 | 10 | 5.7% | |
| 1327 | 1 | 0.6% | |
| 1207 | 1 | 0.6% | |
| 1108 | 1 | 0.6% | |
| 1078 | 1 | 0.6% |
| Distinct | 146 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 262.5606818 |
|---|---|
| Minimum | 0 |
| Maximum | 3113.57 |
| Zeros | 10 |
| Zeros (%) | 5.7% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 25.75 |
| median | 107.25 |
| Q3 | 331.31 |
| 95-th percentile | 1168.625 |
| Maximum | 3113.57 |
| Range | 3113.57 |
| Interquartile range (IQR) | 305.56 |
Descriptive statistics
| Standard deviation | 412.6905608 |
|---|---|
| Coefficient of variation (CV) | 1.571791168 |
| Kurtosis | 14.69452892 |
| Mean | 262.5606818 |
| Median Absolute Deviation (MAD) | 98.895 |
| Skewness | 3.265139167 |
| Sum | 46210.68 |
| Variance | 170313.4989 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 10 | 5.7% | |
| 68 | 4 | 2.3% | |
| 10 | 4 | 2.3% | |
| 5 | 4 | 2.3% | |
| 8 | 3 | 1.7% | |
| 110 | 3 | 1.7% | |
| 34 | 2 | 1.1% | |
| 50 | 2 | 1.1% | |
| 20 | 2 | 1.1% | |
| 138 | 2 | 1.1% | |
| Other values (136) | 140 | 79.5% |
| Value | Count | Frequency (%) | |
| 0 | 10 | 5.7% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 3.83 | 1 | 0.6% | |
| 5 | 4 | 2.3% |
| Value | Count | Frequency (%) | |
| 3113.57 | 1 | 0.6% | |
| 1755 | 1 | 0.6% | |
| 1691 | 1 | 0.6% | |
| 1476.95 | 1 | 0.6% | |
| 1446.75 | 1 | 0.6% |
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.45454545 |
|---|---|
| Minimum | 1 |
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11.5 |
| Q3 | 17 |
| 95-th percentile | 28 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.918021529 |
|---|---|
| Coefficient of variation (CV) | 0.6357535534 |
| Kurtosis | -0.5844894134 |
| Mean | 12.45454545 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 0.529049082 |
| Sum | 2192 |
| Variance | 62.69506494 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 29 | 8 | 4.5% | |
| 28 | 8 | 4.5% | |
| 2 | 8 | 4.5% | |
| 3 | 8 | 4.5% | |
| 4 | 8 | 4.5% | |
| 5 | 8 | 4.5% | |
| 6 | 8 | 4.5% | |
| 7 | 8 | 4.5% | |
| 8 | 8 | 4.5% | |
| 9 | 8 | 4.5% | |
| Other values (12) | 96 | 54.5% |
| Value | Count | Frequency (%) | |
| 1 | 8 | 4.5% | |
| 2 | 8 | 4.5% | |
| 3 | 8 | 4.5% | |
| 4 | 8 | 4.5% | |
| 5 | 8 | 4.5% |
| Value | Count | Frequency (%) | |
| 29 | 8 | 4.5% | |
| 28 | 8 | 4.5% | |
| 23 | 8 | 4.5% | |
| 22 | 8 | 4.5% | |
| 19 | 8 | 4.5% |
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2431.510909 |
|---|---|
| Minimum | 653 |
| Maximum | 4333.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 653 |
|---|---|
| 5-th percentile | 676 |
| Q1 | 1463 |
| median | 2311.71 |
| Q3 | 3384 |
| 95-th percentile | 4326 |
| Maximum | 4333.83 |
| Range | 3680.83 |
| Interquartile range (IQR) | 1921 |
Descriptive statistics
| Standard deviation | 1159.206107 |
|---|---|
| Coefficient of variation (CV) | 0.4767431241 |
| Kurtosis | -1.08000328 |
| Mean | 2431.510909 |
| Median Absolute Deviation (MAD) | 900.71 |
| Skewness | 0.2068538477 |
| Sum | 427945.92 |
| Variance | 1343758.799 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2842.99 | 8 | 4.5% | |
| 3847 | 8 | 4.5% | |
| 3936 | 8 | 4.5% | |
| 676 | 8 | 4.5% | |
| 3384 | 8 | 4.5% | |
| 1359 | 8 | 4.5% | |
| 1088 | 8 | 4.5% | |
| 972 | 8 | 4.5% | |
| 1825 | 8 | 4.5% | |
| 2214 | 8 | 4.5% | |
| Other values (12) | 96 | 54.5% |
| Value | Count | Frequency (%) | |
| 653 | 8 | 4.5% | |
| 676 | 8 | 4.5% | |
| 972 | 8 | 4.5% | |
| 1088 | 8 | 4.5% | |
| 1359 | 8 | 4.5% |
| Value | Count | Frequency (%) | |
| 4333.83 | 8 | 4.5% | |
| 4326 | 8 | 4.5% | |
| 4180 | 8 | 4.5% | |
| 3936 | 8 | 4.5% | |
| 3847 | 8 | 4.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| UCI ID | Rider | Age | Team | Rnk_pcs_ind | Diff._pcs_ind | Pnts_pcs_ind | Rnk_pcs_climb | Diff._pcs_climb | Pnts_pcs_climb | Rnk_pcs_sprint | Diff._pcs_sprint | Pnts_pcs_sprint | Rnk_pcs_gc | Diff._pcs_gc | Pnts_pcs_gc | Rnk_pcs_tt | Diff._pcs_tt | Pnts_pcs_tt | Rnk_pcs_team | Diff._pcs_team | Team_class | Pnts_pcs_team | Rnk_uci_ind | Pnts_uci_ind | Rnk_uci_gc | Pnts_uci_gc | Rnk_uci_team | Pnts_uci_team | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.000327e+10 | kristoff alexander | 33 | UAE-Team Emirates | 28.0 | -2.500000 | 611.0 | 724.0 | 0.000000 | 0.0 | 17.0 | -0.545455 | 335.5 | 111.0 | 0.631229 | 200.0 | 979.0 | 0.000000 | 0.0 | 6.0 | - | WT | 6932.0 | 14.0 | 1766.00 | 181.0 | 128.00 | 3 | 4180.00 |
| 1 | 1.000869e+10 | pedersen mads | 24 | Trek - Segafredo | 26.0 | 0.734694 | 625.0 | 396.0 | 0.244275 | 10.0 | 30.0 | 0.758065 | 270.5 | 970.0 | -0.463047 | 13.0 | 979.0 | 0.000000 | 0.0 | 11.0 | - | WT | 4949.0 | 50.0 | 958.00 | 280.0 | 76.00 | 5 | 3847.00 |
| 2 | 1.000940e+10 | bol cees | 25 | Team Sunweb | 141.0 | -0.382353 | 237.0 | 687.0 | -1.133540 | 2.0 | 37.0 | 0.327273 | 227.5 | 246.0 | 0.637168 | 101.0 | 462.0 | -0.265753 | 10.0 | 15.0 | - | WT | 4510.0 | 216.0 | 222.88 | 448.0 | 41.88 | 11 | 2409.42 |
| 3 | 1.000660e+10 | bennett sam | 29 | Deceuninck - Quick Step | 12.0 | 0.333333 | 828.0 | 128.0 | 0.701632 | 58.0 | 2.0 | 0.500000 | 736.5 | 582.0 | 0.077655 | 36.0 | 979.0 | 0.000000 | 0.0 | 1.0 | - | WT | 9229.0 | 51.0 | 947.50 | 25.0 | 709.50 | 1 | 4333.83 |
| 4 | 1.000546e+10 | sagan peter | 30 | BORA - hansgrohe | 19.0 | -0.461538 | 684.0 | 116.0 | -1.697674 | 68.0 | 8.0 | 0.111111 | 428.0 | 524.0 | -0.357513 | 43.0 | 979.0 | 0.000000 | 0.0 | 3.0 | - | WT | 8117.0 | 8.0 | 1978.00 | 44.0 | 445.00 | 4 | 3936.00 |
| 5 | 1.000550e+10 | viviani elia | 31 | Cofidis, Solutions Crédits | 41.0 | -3.555556 | 521.0 | 219.0 | -0.531469 | 25.0 | 29.0 | -4.800000 | 272.0 | 525.0 | -4.250000 | 43.0 | 979.0 | 0.000000 | 0.0 | 17.0 | - | PCT | 3629.0 | 21.0 | 1502.12 | 38.0 | 507.12 | 15 | 1825.00 |
| 6 | 1.000588e+10 | nizzolo giacomo | 31 | NTT Pro Cycling | 13.0 | 0.803030 | 807.0 | 339.0 | 0.023055 | 13.0 | 5.0 | 0.782609 | 535.5 | 975.0 | 0.000000 | 0.0 | 979.0 | 0.000000 | 0.0 | 24.0 | - | WT | 2865.0 | 30.0 | 1263.00 | 148.0 | 153.00 | 17 | 1463.00 |
| 7 | 1.000690e+10 | coquard bryan | 28 | B&B Hotels - Vital Concept p/b KTM | 163.0 | -1.963636 | 196.0 | 724.0 | 0.000000 | 0.0 | 26.0 | -3.333333 | 278.0 | 161.0 | 0.459732 | 151.0 | 979.0 | 0.000000 | 0.0 | 26.0 | - | PCT | 2201.0 | 168.0 | 308.00 | 576.0 | 28.00 | 29 | 653.00 |
| 8 | 1.000759e+10 | turgis anthony | 26 | Team Total Direct Energie | 126.0 | -0.536585 | 250.0 | 172.0 | 0.309237 | 35.0 | 65.0 | 0.453782 | 170.0 | 109.0 | 0.794727 | 200.0 | 709.0 | -2.222727 | 4.0 | 19.0 | - | PCT | 3497.0 | 87.0 | 575.00 | 200.0 | 110.00 | 28 | 676.00 |
| 9 | 1.000682e+10 | stuyven jasper | 28 | Trek - Segafredo | 11.0 | 0.576923 | 843.0 | 91.0 | -0.045977 | 94.0 | 14.0 | 0.631579 | 341.0 | 124.0 | 0.428571 | 185.0 | 979.0 | 0.000000 | 0.0 | 11.0 | - | WT | 4949.0 | 20.0 | 1503.00 | 67.0 | 333.00 | 5 | 3847.00 |
Last rows
| UCI ID | Rider | Age | Team | Rnk_pcs_ind | Diff._pcs_ind | Pnts_pcs_ind | Rnk_pcs_climb | Diff._pcs_climb | Pnts_pcs_climb | Rnk_pcs_sprint | Diff._pcs_sprint | Pnts_pcs_sprint | Rnk_pcs_gc | Diff._pcs_gc | Pnts_pcs_gc | Rnk_pcs_tt | Diff._pcs_tt | Pnts_pcs_tt | Rnk_pcs_team | Diff._pcs_team | Team_class | Pnts_pcs_team | Rnk_uci_ind | Pnts_uci_ind | Rnk_uci_gc | Pnts_uci_gc | Rnk_uci_team | Pnts_uci_team | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 166 | 1.000482e+10 | de gendt thomas | 33 | Lotto Soudal | 390.0 | -1.484076 | 85.0 | 158.0 | -1.194444 | 41.0 | 940.0 | 0.000000 | 0.0 | 288.0 | 0.221622 | 86.0 | 29.0 | -2.625000 | 114.0 | 8.0 | - | WT | 6013.0 | 205.0 | 238.00 | 109.0 | 218.00 | 19 | 1359.00 |
| 167 | 1.000750e+10 | bonifazio niccolo | 26 | Team Total Direct Energie | 117.0 | 0.264151 | 276.0 | 724.0 | 0.000000 | 0.0 | 86.0 | -3.300000 | 130.0 | 187.0 | 0.733997 | 130.0 | 979.0 | 0.000000 | 0.0 | 19.0 | - | PCT | 3497.0 | 125.0 | 415.00 | 198.0 | 112.00 | 28 | 676.00 |
| 168 | 1.000242e+10 | gilbert philippe | 38 | Lotto Soudal | 43.0 | 0.022727 | 495.0 | 294.0 | -1.773585 | 17.0 | 211.0 | -3.688889 | 66.0 | 186.0 | 0.328520 | 131.0 | 979.0 | 0.000000 | 0.0 | 8.0 | - | WT | 6013.0 | 37.0 | 1118.00 | 65.0 | 338.00 | 19 | 1359.00 |
| 169 | 1.000585e+10 | cousin jerome | 31 | Team Total Direct Energie | 1344.0 | -1.174757 | 6.0 | 724.0 | 0.000000 | 0.0 | 940.0 | 0.000000 | 0.0 | 399.0 | 0.472919 | 62.0 | 979.0 | 0.000000 | 0.0 | 19.0 | - | PCT | 3497.0 | 605.0 | 76.67 | 1328.0 | 0.00 | 28 | 676.00 |
| 170 | 1.000648e+10 | arndt nikias | 28 | Team Sunweb | 184.0 | 0.242798 | 178.0 | 724.0 | 0.000000 | 0.0 | 524.0 | 0.371703 | 27.0 | 342.0 | 0.302041 | 72.0 | 978.0 | -2.530686 | 2.0 | 15.0 | - | WT | 4510.0 | 338.0 | 147.81 | 167.0 | 134.81 | 11 | 2409.42 |
| 171 | 1.001113e+10 | sivakov pavel | 23 | INEOS Grenadiers | 57.0 | -0.500000 | 431.0 | 45.0 | 0.100000 | 225.0 | 940.0 | 0.000000 | 0.0 | 10.0 | 0.961089 | 687.0 | 979.0 | 0.000000 | 0.0 | 4.0 | - | WT | 7757.0 | 67.0 | 725.00 | 40.0 | 475.00 | 10 | 2591.00 |
| 172 | 1.001009e+10 | cras steff | 24 | Lotto Soudal | 502.0 | 0.161937 | 58.0 | 225.0 | 0.428934 | 24.0 | 940.0 | 0.000000 | 0.0 | 295.0 | -0.244726 | 84.0 | 979.0 | 0.000000 | 0.0 | 8.0 | - | WT | 6013.0 | 774.0 | 54.00 | 453.0 | 41.00 | 19 | 1359.00 |
| 173 | 1.000759e+10 | ledanois kevin | 27 | Team Arkéa Samsic | 420.0 | 0.260563 | 75.0 | 724.0 | 0.000000 | 0.0 | 343.0 | 0.200466 | 43.0 | 607.0 | -0.034072 | 35.0 | 979.0 | 0.000000 | 0.0 | 25.0 | - | PCT | 2229.0 | 420.0 | 118.00 | 328.0 | 63.00 | 12 | 2214.00 |
| 174 | 1.000463e+10 | valls rafael | 33 | Bahrain - McLaren | 807.0 | -0.215361 | 24.0 | 354.0 | 0.299010 | 12.0 | 940.0 | 0.000000 | 0.0 | 975.0 | 0.000000 | 0.0 | 979.0 | 0.000000 | 0.0 | 12.0 | - | WT | 4948.0 | 311.0 | 160.00 | 495.0 | 35.00 | 16 | 1799.00 |
| 175 | 1.000538e+10 | degenkolb john | 31 | Lotto Soudal | 147.0 | -0.597826 | 225.0 | 383.0 | -1.092896 | 10.0 | 54.0 | -0.317073 | 187.5 | 546.0 | 0.021505 | 41.0 | 979.0 | 0.000000 | 0.0 | 8.0 | - | WT | 6013.0 | 78.0 | 615.00 | 465.0 | 40.00 | 19 | 1359.00 |